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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

1.8k records454 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
llm-koshMCP serverMCP
by rastogivaibhav
Unknown

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

DatabasesAgent Memory
pypi:llm-kosh · local packagepublished 3 mo ago
daleads-mcpMCP serverMCP
by resuly
Unknown

Australian development application and property intelligence data for AI agents.

Reasoning & Planning
pypi:daleads-mcp · local packagepublished 7 d ago
CogSessionMCP serverMCP
by premanand8800
Unknown

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

Agent Memory~100%
pypi:cogsession · local packagepublished 9 d ago
CLS++ MemoryMCP serverMCP
by rajamohan1950
Unknown

Cross-LLM persistent memory: store context once, recall it from any AI model.

Vector SearchAgent MemoryDatabases~68%
https://www.clsplusplus.com/mcppublished 2 mo ago
cgraphyMCP serverMCP
by pmgarg
Unknown

Code knowledge graph over MCP: token-budgeted context for AI coding agents.

Knowledge Graphs~84%
pypi:cgraphy · local packagepublished 2 mo ago
Adaptive Memory GraphMCP serverMCP
by raskolnikovdd
Unknown

Persistent memory for Claude via weighted, interconnected knowledge nodes.

Agent MemoryKnowledge Graphs
pypi:adaptive-memory-graph · local packagepublished 6 mo ago
ClaimidxMCP serverMCP
by claimidx
Unknown

Prior art for AI agents. Ask a claim index before retrying a known failure.

DebuggingCode Generation~75%Agent Memory~64%
pypi:claimidx · local packagepublished 2 d ago
Yaps Local MemoryMCP serverMCP
by richawo
Unknown

Search and safely manage your private local Yaps Markdown vault from MCP clients.

Agent Memory~71%
no endpoint declared
TMCRA Agent MemoryMCP serverMCP
by reshuibuduo
Unknown

Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope.

Agent Memory~100%
no endpoint declared
Tentra — Memory for AI Coding AgentsMCP serverMCP
by rdanieli
Unknown

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

Code Generation~100%Agent Memory~100%3D & Design~64%
https://trytentra.com/api/mcp
aicooliesMCP serverMCP
by rasitakyol
Unknown

Search and read the aicoolies developer-tools knowledge graph.

Knowledge Graphs~84%
https://aicoolies.com/mcp
rarasMCP serverMCP
by rarasAI
Unknown

Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

Knowledge Graphs~84%
https://raras.org/api/mcp
memorykitMCP serverMCP
by rapozoantonio
Unknown

Cognitive memory for AI coding assistants — persistent memory across sessions

Agent Memory~85%
npm:memorykit-mcp-server · local package
GraqleMCP serverMCP
by com.graqle
Unknown

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Knowledge GraphsReasoning & PlanningRefactoringAgent OrchestrationSecurity Review~75%
pypi:graqle · local packagepublished 1 mo ago
codemeshMCP serverMCP
by pyalwin
Unknown

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

Knowledge Graphs~84%
npm:@pyalwin/codemesh · local package
ProWebStoreMCP serverMCP
by prowebstore-online
Unknown

AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains.

Knowledge Graphs~100%
https://mcp.prowebstore.online/mcp
kairnMCP serverMCP
by primeline-ai
Unknown

Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.

Agent Memory~78%
no endpoint declared
vin-recall-mcpMCP serverMCP
by pratikmehkarkar
Unknown

Decodes US VINs and looks up open NHTSA safety recall campaigns for a vehicle.

Agent Memory~100%
https://vin-recall-mcp.zenithserver.duckdns.org/mcp
Weasley DeepMindMCP serverMCP
by potatohoney-p
Unknown

Secure, fragment-based long-term memory for MCP-compatible AI agents.

Agent Memory~85%
npm:weasley-deepmind · local package
The GraphMCP serverMCP
by pipeworx-io
Unknown

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

Knowledge Graphs~100%
https://gateway.pipeworx.io/the-graph/mcp
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory